Title :
A disparity range estimation technique for stereo-video streaming applications
Author :
Smirnov, Sergey ; Gotchev, Atanas ; Hannuksela, Miska
Author_Institution :
Tampere Univ. of Technol., Tampere, Finland
Abstract :
In this paper, we propose a robust and efficient technique for frame-by-frame estimation of disparity ranges in stereo video. The proposed technique utilizes a single-layer image size reduction for faster processing and more effective noise handling. Furthermore, it applies spatial-domain non-linear filtering of both disparity and confidence maps for additional noise suppression and improved range estimation. A mechanism for supporting temporal consistency is proposed as well. Performance comparisons with recent approaches demonstrate the advantages of the proposed approach.
Keywords :
image denoising; nonlinear filters; stereo image processing; video signal processing; video streaming; confidence maps; disparity range estimation; frame-by-frame estimation; noise handling; noise suppression; single-layer image size reduction; spatial-domain nonlinear filtering; stereo-video streaming applications; temporal consistency; Cities and towns; Estimation; Histograms; Noise; Robustness; Stereo vision; Streaming media;
Conference_Titel :
Multimedia and Expo Workshops (ICMEW), 2013 IEEE International Conference on
Conference_Location :
San Jose, CA
DOI :
10.1109/ICMEW.2013.6618287